Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 300000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 36.6 MiB |
| Average record size in memory | 128.0 B |
Variable types
| NUM | 16 |
|---|
id has unique values | Unique |
Reproduction
| Analysis started | 2021-01-12 02:54:18.965325 |
|---|---|
| Analysis finished | 2021-01-12 02:55:42.460202 |
| Duration | 1 minute and 23.49 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 300000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 249825.1459 |
|---|---|
| Minimum | 1 |
| Maximum | 499999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 24816.9 |
| Q1 | 124656.5 |
| median | 249738.5 |
| Q3 | 374836.25 |
| 95-th percentile | 475082.1 |
| Maximum | 499999 |
| Range | 499998 |
| Interquartile range (IQR) | 250179.75 |
Descriptive statistics
| Standard deviation | 144476.7326 |
|---|---|
| Coefficient of variation (CV) | 0.5783114108 |
| Kurtosis | -1.201675411 |
| Mean | 249825.1459 |
| Median Absolute Deviation (MAD) | 125089 |
| Skewness | 0.001580802342 |
| Sum | 7.494754376e+10 |
| Variance | 2.087352625e+10 |
| Monotocity | Strictly increasing |
| Value | Count | Frequency (%) | |
| 2049 | 1 | < 0.1% | |
| 462411 | 1 | < 0.1% | |
| 456308 | 1 | < 0.1% | |
| 446067 | 1 | < 0.1% | |
| 450161 | 1 | < 0.1% | |
| 403054 | 1 | < 0.1% | |
| 407148 | 1 | < 0.1% | |
| 396907 | 1 | < 0.1% | |
| 394858 | 1 | < 0.1% | |
| 421479 | 1 | < 0.1% | |
| Other values (299990) | 299990 | > 99.9% |
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 5 | 1 | < 0.1% | |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 499999 | 1 | < 0.1% | |
| 499998 | 1 | < 0.1% | |
| 499997 | 1 | < 0.1% | |
| 499996 | 1 | < 0.1% | |
| 499995 | 1 | < 0.1% |
cont1
Real number (ℝ)
| Distinct | 299865 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5068728582 |
|---|---|
| Minimum | -0.08226332148 |
| Maximum | 1.016227417 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | -0.08226332148 |
|---|---|
| 5-th percentile | 0.2428022932 |
| Q1 | 0.3430778493 |
| median | 0.484005495 |
| Q3 | 0.6437893542 |
| 95-th percentile | 0.921274612 |
| Maximum | 1.016227417 |
| Range | 1.098490738 |
| Interquartile range (IQR) | 0.3007115049 |
Descriptive statistics
| Standard deviation | 0.2039761938 |
|---|---|
| Coefficient of variation (CV) | 0.402420825 |
| Kurtosis | -0.2526819198 |
| Mean | 0.5068728582 |
| Median Absolute Deviation (MAD) | 0.1483395217 |
| Skewness | 0.5295775749 |
| Sum | 152061.8575 |
| Variance | 0.04160628763 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.4658972778 | 2 | < 0.1% | |
| 0.3543316197 | 2 | < 0.1% | |
| 0.5054033698 | 2 | < 0.1% | |
| 0.7320907347 | 2 | < 0.1% | |
| 0.695456149 | 2 | < 0.1% | |
| 0.5191114138 | 2 | < 0.1% | |
| 0.5043305245 | 2 | < 0.1% | |
| 0.5041352976 | 2 | < 0.1% | |
| 0.4981075228 | 2 | < 0.1% | |
| 0.5033510973 | 2 | < 0.1% | |
| Other values (299855) | 299980 | > 99.9% |
| Value | Count | Frequency (%) | |
| -0.08226332148 | 1 | < 0.1% | |
| -0.0772377364 | 1 | < 0.1% | |
| -0.05994785544 | 1 | < 0.1% | |
| -0.05886888592 | 1 | < 0.1% | |
| -0.05688045966 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.016227417 | 1 | < 0.1% | |
| 1.015698483 | 1 | < 0.1% | |
| 1.015672066 | 1 | < 0.1% | |
| 1.015187156 | 1 | < 0.1% | |
| 1.01500365 | 1 | < 0.1% |
cont2
Real number (ℝ)
| Distinct | 299906 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4978980045 |
|---|---|
| Minimum | -0.03139747285 |
| Maximum | 0.8596967694 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | -0.03139747285 |
|---|---|
| 5-th percentile | 0.1183835013 |
| Q1 | 0.319169876 |
| median | 0.5532094553 |
| Q3 | 0.7312630386 |
| 95-th percentile | 0.8058216935 |
| Maximum | 0.8596967694 |
| Range | 0.8910942423 |
| Interquartile range (IQR) | 0.4120931626 |
Descriptive statistics
| Standard deviation | 0.2281594531 |
|---|---|
| Coefficient of variation (CV) | 0.4582453657 |
| Kurtosis | -1.18047306 |
| Mean | 0.4978980045 |
| Median Absolute Deviation (MAD) | 0.1940471058 |
| Skewness | -0.2480799606 |
| Sum | 149369.4013 |
| Variance | 0.05205673606 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.242656381 | 2 | < 0.1% | |
| 0.1569038535 | 2 | < 0.1% | |
| 0.1323148201 | 2 | < 0.1% | |
| 0.06955923085 | 2 | < 0.1% | |
| 0.3546700558 | 2 | < 0.1% | |
| 0.6187410392 | 2 | < 0.1% | |
| 0.488116465 | 2 | < 0.1% | |
| 0.2139991603 | 2 | < 0.1% | |
| 0.7789042651 | 2 | < 0.1% | |
| 0.2877457476 | 2 | < 0.1% | |
| Other values (299896) | 299980 | > 99.9% |
| Value | Count | Frequency (%) | |
| -0.03139747285 | 1 | < 0.1% | |
| -0.03115723637 | 1 | < 0.1% | |
| -0.02439847272 | 1 | < 0.1% | |
| -0.02306626097 | 1 | < 0.1% | |
| -0.02160314765 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.8596967694 | 1 | < 0.1% | |
| 0.8578249682 | 1 | < 0.1% | |
| 0.8550204604 | 1 | < 0.1% | |
| 0.85357874 | 1 | < 0.1% | |
| 0.851990187 | 1 | < 0.1% |
cont3
Real number (ℝ≥0)
| Distinct | 299745 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5215572704 |
|---|---|
| Minimum | 0.02096686736 |
| Maximum | 1.006954603 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.02096686736 |
|---|---|
| 5-th percentile | 0.2155841171 |
| Q1 | 0.3440960647 |
| median | 0.5514710487 |
| Q3 | 0.6483148058 |
| 95-th percentile | 0.8764403406 |
| Maximum | 1.006954603 |
| Range | 0.9859877359 |
| Interquartile range (IQR) | 0.3042187411 |
Descriptive statistics
| Standard deviation | 0.2007700586 |
|---|---|
| Coefficient of variation (CV) | 0.3849434569 |
| Kurtosis | -0.6715223816 |
| Mean | 0.5215572704 |
| Median Absolute Deviation (MAD) | 0.1411268126 |
| Skewness | 0.009036886781 |
| Sum | 156467.1811 |
| Variance | 0.04030861645 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.573669699 | 3 | < 0.1% | |
| 0.6425923919 | 2 | < 0.1% | |
| 0.5567617452 | 2 | < 0.1% | |
| 0.6066237434 | 2 | < 0.1% | |
| 0.5193892053 | 2 | < 0.1% | |
| 0.5572880781 | 2 | < 0.1% | |
| 0.5554150441 | 2 | < 0.1% | |
| 0.2363221472 | 2 | < 0.1% | |
| 0.5386191816 | 2 | < 0.1% | |
| 0.5804096234 | 2 | < 0.1% | |
| Other values (299735) | 299979 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0.02096686736 | 1 | < 0.1% | |
| 0.02633104662 | 1 | < 0.1% | |
| 0.02657762727 | 1 | < 0.1% | |
| 0.04082586429 | 1 | < 0.1% | |
| 0.04116167088 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.006954603 | 1 | < 0.1% | |
| 1.001680631 | 1 | < 0.1% | |
| 1.001543834 | 1 | < 0.1% | |
| 0.9999052491 | 1 | < 0.1% | |
| 0.9972085519 | 1 | < 0.1% |
cont4
Real number (ℝ≥0)
| Distinct | 299892 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5156828404 |
|---|---|
| Minimum | 0.1527614227 |
| Maximum | 1.010402194 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.1527614227 |
|---|---|
| 5-th percentile | 0.2083876324 |
| Q1 | 0.2949349672 |
| median | 0.4828798578 |
| Q3 | 0.7487053331 |
| 95-th percentile | 0.880075333 |
| Maximum | 1.010402194 |
| Range | 0.8576407717 |
| Interquartile range (IQR) | 0.4537703659 |
Descriptive statistics
| Standard deviation | 0.2330354807 |
|---|---|
| Coefficient of variation (CV) | 0.4518969072 |
| Kurtosis | -1.335372515 |
| Mean | 0.5156828404 |
| Median Absolute Deviation (MAD) | 0.2111374978 |
| Skewness | 0.2503833616 |
| Sum | 154704.8521 |
| Variance | 0.05430553525 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.2618571131 | 2 | < 0.1% | |
| 0.8717338234 | 2 | < 0.1% | |
| 0.3115793643 | 2 | < 0.1% | |
| 0.2310085468 | 2 | < 0.1% | |
| 0.7518461656 | 2 | < 0.1% | |
| 0.8237047691 | 2 | < 0.1% | |
| 0.6929292525 | 2 | < 0.1% | |
| 0.2012288768 | 2 | < 0.1% | |
| 0.482965599 | 2 | < 0.1% | |
| 0.7733087288 | 2 | < 0.1% | |
| Other values (299882) | 299980 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0.1527614227 | 1 | < 0.1% | |
| 0.1539706606 | 1 | < 0.1% | |
| 0.154547932 | 1 | < 0.1% | |
| 0.1554136707 | 1 | < 0.1% | |
| 0.1560131783 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.010402194 | 1 | < 0.1% | |
| 1.008933163 | 1 | < 0.1% | |
| 0.9980662021 | 1 | < 0.1% | |
| 0.99703697 | 1 | < 0.1% | |
| 0.9969220463 | 1 | < 0.1% |
cont5
Real number (ℝ≥0)
| Distinct | 299730 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5020220136 |
|---|---|
| Minimum | 0.2763766685 |
| Maximum | 1.034260891 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.2763766685 |
|---|---|
| 5-th percentile | 0.2811811167 |
| Q1 | 0.2841084838 |
| median | 0.4517325561 |
| Q3 | 0.6706601962 |
| 95-th percentile | 0.9272414064 |
| Maximum | 1.034260891 |
| Range | 0.7578842229 |
| Interquartile range (IQR) | 0.3865517124 |
Descriptive statistics
| Standard deviation | 0.2207011812 |
|---|---|
| Coefficient of variation (CV) | 0.439624509 |
| Kurtosis | -0.887802616 |
| Mean | 0.5020220136 |
| Median Absolute Deviation (MAD) | 0.1684874823 |
| Skewness | 0.6103042388 |
| Sum | 150606.6041 |
| Variance | 0.0487090114 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.2832969355 | 3 | < 0.1% | |
| 0.7620376668 | 2 | < 0.1% | |
| 0.3081395849 | 2 | < 0.1% | |
| 0.4091756683 | 2 | < 0.1% | |
| 0.2834344309 | 2 | < 0.1% | |
| 0.2846425465 | 2 | < 0.1% | |
| 0.603589196 | 2 | < 0.1% | |
| 0.4931052537 | 2 | < 0.1% | |
| 0.2842738685 | 2 | < 0.1% | |
| 0.2845160228 | 2 | < 0.1% | |
| Other values (299720) | 299979 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0.2763766685 | 1 | < 0.1% | |
| 0.276466636 | 1 | < 0.1% | |
| 0.2765132537 | 1 | < 0.1% | |
| 0.27682203 | 1 | < 0.1% | |
| 0.2768220331 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.034260891 | 1 | < 0.1% | |
| 1.034046059 | 1 | < 0.1% | |
| 1.033833526 | 1 | < 0.1% | |
| 1.033710706 | 1 | < 0.1% | |
| 1.033708131 | 1 | < 0.1% |
cont6
Real number (ℝ≥0)
| Distinct | 299830 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5265152305 |
|---|---|
| Minimum | 0.06616556356 |
| Maximum | 1.04385773 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.06616556356 |
|---|---|
| 5-th percentile | 0.2389758192 |
| Q1 | 0.3561629297 |
| median | 0.4709875074 |
| Q3 | 0.6940428305 |
| 95-th percentile | 0.9311599606 |
| Maximum | 1.04385773 |
| Range | 0.9776921663 |
| Interquartile range (IQR) | 0.3378799008 |
Descriptive statistics
| Standard deviation | 0.2179089794 |
|---|---|
| Coefficient of variation (CV) | 0.4138702298 |
| Kurtosis | -0.7997201489 |
| Mean | 0.5265152305 |
| Median Absolute Deviation (MAD) | 0.144225825 |
| Skewness | 0.537975766 |
| Sum | 157954.5691 |
| Variance | 0.04748432331 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.4554020047 | 2 | < 0.1% | |
| 0.3505930241 | 2 | < 0.1% | |
| 0.4457659283 | 2 | < 0.1% | |
| 0.4570629763 | 2 | < 0.1% | |
| 0.49526398 | 2 | < 0.1% | |
| 0.2910505532 | 2 | < 0.1% | |
| 0.4636654161 | 2 | < 0.1% | |
| 0.4941430331 | 2 | < 0.1% | |
| 0.3257445238 | 2 | < 0.1% | |
| 0.4846409925 | 2 | < 0.1% | |
| Other values (299820) | 299980 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0.06616556356 | 1 | < 0.1% | |
| 0.08004081991 | 1 | < 0.1% | |
| 0.08370428319 | 1 | < 0.1% | |
| 0.08521713476 | 1 | < 0.1% | |
| 0.08537269205 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.04385773 | 1 | < 0.1% | |
| 1.04347033 | 1 | < 0.1% | |
| 1.042967271 | 1 | < 0.1% | |
| 1.041227162 | 1 | < 0.1% | |
| 1.040829863 | 1 | < 0.1% |
cont7
Real number (ℝ)
| Distinct | 299876 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4878900924 |
|---|---|
| Minimum | -0.0976663006 |
| Maximum | 1.066167475 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | -0.0976663006 |
|---|---|
| 5-th percentile | 0.2476280618 |
| Q1 | 0.3466000236 |
| median | 0.4668245894 |
| Q3 | 0.5812921549 |
| 95-th percentile | 0.8372817028 |
| Maximum | 1.066167475 |
| Range | 1.163833776 |
| Interquartile range (IQR) | 0.2346921313 |
Descriptive statistics
| Standard deviation | 0.1810960542 |
|---|---|
| Coefficient of variation (CV) | 0.3711820695 |
| Kurtosis | -0.004491432684 |
| Mean | 0.4878900924 |
| Median Absolute Deviation (MAD) | 0.1179344549 |
| Skewness | 0.7034115507 |
| Sum | 146367.0277 |
| Variance | 0.03279578084 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.5529784324 | 2 | < 0.1% | |
| 0.3644253905 | 2 | < 0.1% | |
| 0.2453761624 | 2 | < 0.1% | |
| 0.3417570507 | 2 | < 0.1% | |
| 0.3310347045 | 2 | < 0.1% | |
| 0.3357984014 | 2 | < 0.1% | |
| 0.3717694938 | 2 | < 0.1% | |
| 0.3119117181 | 2 | < 0.1% | |
| 0.4911380206 | 2 | < 0.1% | |
| 0.3992380099 | 2 | < 0.1% | |
| Other values (299866) | 299980 | > 99.9% |
| Value | Count | Frequency (%) | |
| -0.0976663006 | 1 | < 0.1% | |
| -0.02945977251 | 1 | < 0.1% | |
| -0.02662825428 | 1 | < 0.1% | |
| -0.02168407982 | 1 | < 0.1% | |
| -0.01040099999 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.066167475 | 1 | < 0.1% | |
| 1.062792053 | 1 | < 0.1% | |
| 1.054835203 | 1 | < 0.1% | |
| 1.05475036 | 1 | < 0.1% | |
| 1.053106227 | 1 | < 0.1% |
cont8
Real number (ℝ≥0)
| Distinct | 299853 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5251634024 |
|---|---|
| Minimum | 0.2172599973 |
| Maximum | 1.024427233 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.2172599973 |
|---|---|
| 5-th percentile | 0.2674215229 |
| Q1 | 0.3414863553 |
| median | 0.483460397 |
| Q3 | 0.685250323 |
| 95-th percentile | 0.9385032932 |
| Maximum | 1.024427233 |
| Range | 0.807167236 |
| Interquartile range (IQR) | 0.3437639676 |
Descriptive statistics
| Standard deviation | 0.2162214743 |
|---|---|
| Coefficient of variation (CV) | 0.4117222817 |
| Kurtosis | -0.8781174757 |
| Mean | 0.5251634024 |
| Median Absolute Deviation (MAD) | 0.1598043404 |
| Skewness | 0.5697277612 |
| Sum | 157549.0207 |
| Variance | 0.04675172596 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.2990012973 | 2 | < 0.1% | |
| 0.2944685252 | 2 | < 0.1% | |
| 0.3165964336 | 2 | < 0.1% | |
| 0.6322038091 | 2 | < 0.1% | |
| 0.3791399348 | 2 | < 0.1% | |
| 0.303636909 | 2 | < 0.1% | |
| 0.3841826949 | 2 | < 0.1% | |
| 0.3633733249 | 2 | < 0.1% | |
| 0.3247623732 | 2 | < 0.1% | |
| 0.3717584406 | 2 | < 0.1% | |
| Other values (299843) | 299980 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0.2172599973 | 1 | < 0.1% | |
| 0.217724688 | 1 | < 0.1% | |
| 0.2184334817 | 1 | < 0.1% | |
| 0.2196382514 | 1 | < 0.1% | |
| 0.2197473539 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.024427233 | 1 | < 0.1% | |
| 1.023664126 | 1 | < 0.1% | |
| 1.023568327 | 1 | < 0.1% | |
| 1.023469081 | 1 | < 0.1% | |
| 1.023456204 | 1 | < 0.1% |
cont9
Real number (ℝ)
| Distinct | 299651 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4598574065 |
|---|---|
| Minimum | -0.2406041917 |
| Maximum | 1.004114099 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | -0.2406041917 |
|---|---|
| 5-th percentile | 0.1822731762 |
| Q1 | 0.3308320051 |
| median | 0.4168428386 |
| Q3 | 0.575040771 |
| 95-th percentile | 0.8899637144 |
| Maximum | 1.004114099 |
| Range | 1.244718291 |
| Interquartile range (IQR) | 0.2442087659 |
Descriptive statistics
| Standard deviation | 0.196684604 |
|---|---|
| Coefficient of variation (CV) | 0.4277078095 |
| Kurtosis | 0.1956550999 |
| Mean | 0.4598574065 |
| Median Absolute Deviation (MAD) | 0.1124050692 |
| Skewness | 0.796232871 |
| Sum | 137957.222 |
| Variance | 0.03868483345 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.6109532011 | 2 | < 0.1% | |
| 0.9036859399 | 2 | < 0.1% | |
| 0.4007259262 | 2 | < 0.1% | |
| 0.4406306075 | 2 | < 0.1% | |
| 0.1756713877 | 2 | < 0.1% | |
| 0.3413013596 | 2 | < 0.1% | |
| 0.6016659824 | 2 | < 0.1% | |
| 0.8856026065 | 2 | < 0.1% | |
| 0.8618823875 | 2 | < 0.1% | |
| 0.2883413362 | 2 | < 0.1% | |
| Other values (299641) | 299980 | > 99.9% |
| Value | Count | Frequency (%) | |
| -0.2406041917 | 1 | < 0.1% | |
| -0.2307544346 | 1 | < 0.1% | |
| -0.2278921795 | 1 | < 0.1% | |
| -0.2222467378 | 1 | < 0.1% | |
| -0.2109667755 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.004114099 | 1 | < 0.1% | |
| 1.000321941 | 1 | < 0.1% | |
| 0.9952763185 | 1 | < 0.1% | |
| 0.9946565025 | 1 | < 0.1% | |
| 0.9912830515 | 1 | < 0.1% |
cont10
Real number (ℝ)
| Distinct | 299851 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5205322691 |
|---|---|
| Minimum | -0.0850460036 |
| Maximum | 1.199951392 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | -0.0850460036 |
|---|---|
| 5-th percentile | 0.2326497499 |
| Q1 | 0.3754647674 |
| median | 0.4588769868 |
| Q3 | 0.7002917662 |
| 95-th percentile | 0.8451774058 |
| Maximum | 1.199951392 |
| Range | 1.284997396 |
| Interquartile range (IQR) | 0.3248269989 |
Descriptive statistics
| Standard deviation | 0.2018541915 |
|---|---|
| Coefficient of variation (CV) | 0.3877842038 |
| Kurtosis | -1.051673934 |
| Mean | 0.5205322691 |
| Median Absolute Deviation (MAD) | 0.1363128905 |
| Skewness | 0.3626009614 |
| Sum | 156159.6807 |
| Variance | 0.04074511464 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.842241411 | 2 | < 0.1% | |
| 0.2120003484 | 2 | < 0.1% | |
| 0.8594587119 | 2 | < 0.1% | |
| 0.2477212567 | 2 | < 0.1% | |
| 0.8412122272 | 2 | < 0.1% | |
| 0.2868682583 | 2 | < 0.1% | |
| 0.7517586708 | 2 | < 0.1% | |
| 0.8365102352 | 2 | < 0.1% | |
| 0.4551372618 | 2 | < 0.1% | |
| 0.2171730605 | 2 | < 0.1% | |
| Other values (299841) | 299980 | > 99.9% |
| Value | Count | Frequency (%) | |
| -0.0850460036 | 1 | < 0.1% | |
| -0.0784802393 | 1 | < 0.1% | |
| -0.0661418739 | 1 | < 0.1% | |
| -0.06035322751 | 1 | < 0.1% | |
| -0.05899791587 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.199951392 | 1 | < 0.1% | |
| 1.1838459 | 1 | < 0.1% | |
| 1.142818213 | 1 | < 0.1% | |
| 1.14068949 | 1 | < 0.1% | |
| 1.135018978 | 1 | < 0.1% |
cont11
Real number (ℝ≥0)
| Distinct | 299887 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4839264019 |
|---|---|
| Minimum | 0.08327673657 |
| Maximum | 1.022620142 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.08327673657 |
|---|---|
| 5-th percentile | 0.1890675422 |
| Q1 | 0.3004737983 |
| median | 0.4419158589 |
| Q3 | 0.6791281864 |
| 95-th percentile | 0.8714503848 |
| Maximum | 1.022620142 |
| Range | 0.939343405 |
| Interquartile range (IQR) | 0.3786543881 |
Descriptive statistics
| Standard deviation | 0.2200824402 |
|---|---|
| Coefficient of variation (CV) | 0.4547849412 |
| Kurtosis | -0.9533871209 |
| Mean | 0.4839264019 |
| Median Absolute Deviation (MAD) | 0.1711160334 |
| Skewness | 0.4193887531 |
| Sum | 145177.9206 |
| Variance | 0.0484362805 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.2619005233 | 2 | < 0.1% | |
| 0.2523703228 | 2 | < 0.1% | |
| 0.3939383005 | 2 | < 0.1% | |
| 0.188767841 | 2 | < 0.1% | |
| 0.3345780869 | 2 | < 0.1% | |
| 0.2700350912 | 2 | < 0.1% | |
| 0.4939077709 | 2 | < 0.1% | |
| 0.5644372893 | 2 | < 0.1% | |
| 0.3737361412 | 2 | < 0.1% | |
| 0.1460926805 | 2 | < 0.1% | |
| Other values (299877) | 299980 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0.08327673657 | 1 | < 0.1% | |
| 0.08433134038 | 1 | < 0.1% | |
| 0.08464028491 | 1 | < 0.1% | |
| 0.08580054681 | 1 | < 0.1% | |
| 0.08599365479 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.022620142 | 1 | < 0.1% | |
| 1.018950116 | 1 | < 0.1% | |
| 1.016425075 | 1 | < 0.1% | |
| 1.015506437 | 1 | < 0.1% | |
| 1.015410291 | 1 | < 0.1% |
cont12
Real number (ℝ≥0)
| Distinct | 299886 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5068765631 |
|---|---|
| Minimum | 0.08863482104 |
| Maximum | 1.049025484 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.08863482104 |
|---|---|
| 5-th percentile | 0.2145342166 |
| Q1 | 0.310166002 |
| median | 0.4865992903 |
| Q3 | 0.6944525331 |
| 95-th percentile | 0.8673104689 |
| Maximum | 1.049025484 |
| Range | 0.9603906632 |
| Interquartile range (IQR) | 0.3842865311 |
Descriptive statistics
| Standard deviation | 0.2189473999 |
|---|---|
| Coefficient of variation (CV) | 0.4319540809 |
| Kurtosis | -1.129981046 |
| Mean | 0.5068765631 |
| Median Absolute Deviation (MAD) | 0.1903586838 |
| Skewness | 0.2831736081 |
| Sum | 152062.9689 |
| Variance | 0.04793796394 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.2817347302 | 2 | < 0.1% | |
| 0.6110592924 | 2 | < 0.1% | |
| 0.3672519179 | 2 | < 0.1% | |
| 0.3344315501 | 2 | < 0.1% | |
| 0.3695183811 | 2 | < 0.1% | |
| 0.4960279113 | 2 | < 0.1% | |
| 0.8192126889 | 2 | < 0.1% | |
| 0.8640894781 | 2 | < 0.1% | |
| 0.4695762515 | 2 | < 0.1% | |
| 0.7125511789 | 2 | < 0.1% | |
| Other values (299876) | 299980 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0.08863482104 | 1 | < 0.1% | |
| 0.09148805077 | 1 | < 0.1% | |
| 0.09257488311 | 1 | < 0.1% | |
| 0.09415824158 | 1 | < 0.1% | |
| 0.09537277189 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.049025484 | 1 | < 0.1% | |
| 1.04541226 | 1 | < 0.1% | |
| 1.045296658 | 1 | < 0.1% | |
| 1.045073851 | 1 | < 0.1% | |
| 1.044548681 | 1 | < 0.1% |
cont13
Real number (ℝ≥0)
| Distinct | 299728 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5534416142 |
|---|---|
| Minimum | 0.02995023696 |
| Maximum | 0.977845054 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.02995023696 |
|---|---|
| 5-th percentile | 0.2812491119 |
| Q1 | 0.3504718906 |
| median | 0.4877074727 |
| Q3 | 0.7684793742 |
| 95-th percentile | 0.9242161469 |
| Maximum | 0.977845054 |
| Range | 0.947894817 |
| Interquartile range (IQR) | 0.4180074836 |
Descriptive statistics
| Standard deviation | 0.2297303025 |
|---|---|
| Coefficient of variation (CV) | 0.4150940164 |
| Kurtosis | -1.386689166 |
| Mean | 0.5534416142 |
| Median Absolute Deviation (MAD) | 0.1637758081 |
| Skewness | 0.3203494994 |
| Sum | 166032.4843 |
| Variance | 0.05277601188 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.3730359716 | 3 | < 0.1% | |
| 0.6218027348 | 2 | < 0.1% | |
| 0.8123813705 | 2 | < 0.1% | |
| 0.8041684697 | 2 | < 0.1% | |
| 0.9271037139 | 2 | < 0.1% | |
| 0.3835495296 | 2 | < 0.1% | |
| 0.3813011095 | 2 | < 0.1% | |
| 0.4988122521 | 2 | < 0.1% | |
| 0.3593784729 | 2 | < 0.1% | |
| 0.9337164038 | 2 | < 0.1% | |
| Other values (299718) | 299979 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0.02995023696 | 1 | < 0.1% | |
| 0.03536328207 | 1 | < 0.1% | |
| 0.03993894044 | 1 | < 0.1% | |
| 0.04388682779 | 1 | < 0.1% | |
| 0.04473594955 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.977845054 | 1 | < 0.1% | |
| 0.9773809684 | 1 | < 0.1% | |
| 0.9773132053 | 1 | < 0.1% | |
| 0.977141102 | 1 | < 0.1% | |
| 0.9771302937 | 1 | < 0.1% |
cont14
Real number (ℝ≥0)
| Distinct | 299868 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5037129309 |
|---|---|
| Minimum | 0.1663674107 |
| Maximum | 0.8685064129 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0.1663674107 |
|---|---|
| 5-th percentile | 0.2309033346 |
| Q1 | 0.3086731823 |
| median | 0.4318453835 |
| Q3 | 0.7126534391 |
| 95-th percentile | 0.8299797218 |
| Maximum | 0.8685064129 |
| Range | 0.7021390022 |
| Interquartile range (IQR) | 0.4039802569 |
Descriptive statistics
| Standard deviation | 0.20823756 |
|---|---|
| Coefficient of variation (CV) | 0.4134052298 |
| Kurtosis | -1.422512661 |
| Mean | 0.5037129309 |
| Median Absolute Deviation (MAD) | 0.1715151423 |
| Skewness | 0.2525481671 |
| Sum | 151113.8793 |
| Variance | 0.04336288138 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0.3103230893 | 2 | < 0.1% | |
| 0.2382473635 | 2 | < 0.1% | |
| 0.3765762322 | 2 | < 0.1% | |
| 0.4102459604 | 2 | < 0.1% | |
| 0.2766009834 | 2 | < 0.1% | |
| 0.6405746731 | 2 | < 0.1% | |
| 0.3197055288 | 2 | < 0.1% | |
| 0.3053339543 | 2 | < 0.1% | |
| 0.6375553587 | 2 | < 0.1% | |
| 0.283908534 | 2 | < 0.1% | |
| Other values (299858) | 299980 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0.1663674107 | 1 | < 0.1% | |
| 0.1699774063 | 1 | < 0.1% | |
| 0.1701116664 | 1 | < 0.1% | |
| 0.1705184111 | 1 | < 0.1% | |
| 0.1708012327 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0.8685064129 | 1 | < 0.1% | |
| 0.8681996338 | 1 | < 0.1% | |
| 0.8679922751 | 1 | < 0.1% | |
| 0.8679484695 | 1 | < 0.1% | |
| 0.8679370318 | 1 | < 0.1% |
target
Real number (ℝ≥0)
| Distinct | 299811 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.905661328 |
|---|---|
| Minimum | 0 |
| Maximum | 10.2675685 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 2.3 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6.734146544 |
| Q1 | 7.329367053 |
| median | 7.94057067 |
| Q3 | 8.470084003 |
| 95-th percentile | 9.020396876 |
| Maximum | 10.2675685 |
| Range | 10.2675685 |
| Interquartile range (IQR) | 1.14071695 |
Descriptive statistics
| Standard deviation | 0.7330708304 |
|---|---|
| Coefficient of variation (CV) | 0.09272732538 |
| Kurtosis | -0.4826220004 |
| Mean | 7.905661328 |
| Median Absolute Deviation (MAD) | 0.5619526588 |
| Skewness | -0.07739896881 |
| Sum | 2371698.398 |
| Variance | 0.5373928423 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 8.648310857 | 2 | < 0.1% | |
| 7.777952337 | 2 | < 0.1% | |
| 7.713374657 | 2 | < 0.1% | |
| 8.149577738 | 2 | < 0.1% | |
| 8.592168232 | 2 | < 0.1% | |
| 8.517824273 | 2 | < 0.1% | |
| 8.425813304 | 2 | < 0.1% | |
| 7.285984914 | 2 | < 0.1% | |
| 7.582526283 | 2 | < 0.1% | |
| 7.106826937 | 2 | < 0.1% | |
| Other values (299801) | 299980 | > 99.9% |
| Value | Count | Frequency (%) | |
| 0 | 1 | < 0.1% | |
| 3.700458898 | 1 | < 0.1% | |
| 4.256207381 | 1 | < 0.1% | |
| 4.346321787 | 1 | < 0.1% | |
| 4.417208678 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 10.2675685 | 1 | < 0.1% | |
| 10.24000319 | 1 | < 0.1% | |
| 10.22754135 | 1 | < 0.1% | |
| 10.18617943 | 1 | < 0.1% | |
| 10.18229217 | 1 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| id | cont1 | cont2 | cont3 | cont4 | cont5 | cont6 | cont7 | cont8 | cont9 | cont10 | cont11 | cont12 | cont13 | cont14 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 0.670390 | 0.811300 | 0.643968 | 0.291791 | 0.284117 | 0.855953 | 0.890700 | 0.285542 | 0.558245 | 0.779418 | 0.921832 | 0.866772 | 0.878733 | 0.305411 | 7.243043 |
| 1 | 3 | 0.388053 | 0.621104 | 0.686102 | 0.501149 | 0.643790 | 0.449805 | 0.510824 | 0.580748 | 0.418335 | 0.432632 | 0.439872 | 0.434971 | 0.369957 | 0.369484 | 8.203331 |
| 2 | 4 | 0.834950 | 0.227436 | 0.301584 | 0.293408 | 0.606839 | 0.829175 | 0.506143 | 0.558771 | 0.587603 | 0.823312 | 0.567007 | 0.677708 | 0.882938 | 0.303047 | 7.776091 |
| 3 | 5 | 0.820708 | 0.160155 | 0.546887 | 0.726104 | 0.282444 | 0.785108 | 0.752758 | 0.823267 | 0.574466 | 0.580843 | 0.769594 | 0.818143 | 0.914281 | 0.279528 | 6.957716 |
| 4 | 8 | 0.935278 | 0.421235 | 0.303801 | 0.880214 | 0.665610 | 0.830131 | 0.487113 | 0.604157 | 0.874658 | 0.863427 | 0.983575 | 0.900464 | 0.935918 | 0.435772 | 7.951046 |
| 5 | 9 | 0.352623 | 0.258867 | 0.327373 | 0.802627 | 0.284219 | 0.296886 | 0.209743 | 0.273710 | 0.308018 | 0.235851 | 0.278760 | 0.251406 | 0.339135 | 0.293129 | 7.346874 |
| 6 | 11 | 0.259096 | 0.803934 | 0.580900 | 0.322884 | 0.984705 | 0.378247 | 0.432821 | 0.562059 | 0.290965 | 0.316543 | 0.219192 | 0.326977 | 0.458653 | 0.244300 | 8.616237 |
| 7 | 12 | 0.481610 | 0.805446 | 0.235836 | 0.365011 | 0.734725 | 0.404825 | 0.465061 | 0.578794 | 0.418807 | 0.451958 | 0.458720 | 0.586586 | 0.321026 | 0.834694 | 6.833895 |
| 8 | 13 | 0.667920 | 0.776422 | 0.255154 | 0.869598 | 0.678067 | 0.475274 | 0.493290 | 0.638779 | 0.491023 | 0.617451 | 0.413352 | 0.485558 | 0.474055 | 0.608374 | 8.540793 |
| 9 | 15 | 0.937751 | 0.236482 | 0.216445 | 0.476463 | 0.283642 | 0.456763 | 0.316416 | 0.785602 | 0.695845 | 0.370941 | 0.436835 | 0.826278 | 0.856748 | 0.418593 | 7.701053 |
Last rows
| id | cont1 | cont2 | cont3 | cont4 | cont5 | cont6 | cont7 | cont8 | cont9 | cont10 | cont11 | cont12 | cont13 | cont14 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 299990 | 499989 | 0.326389 | 0.618863 | 0.704098 | 0.413579 | 0.852030 | 0.278273 | 0.333312 | 0.272417 | 0.272938 | 0.235176 | 0.211698 | 0.258103 | 0.384213 | 0.326019 | 6.772837 |
| 299991 | 499991 | 0.476962 | 0.359924 | 0.922156 | 0.413295 | 0.631693 | 0.380596 | 0.368066 | 0.371803 | 0.427626 | 0.457469 | 0.529220 | 0.593388 | 0.330363 | 0.375819 | 8.078903 |
| 299992 | 499992 | 0.653259 | 0.683348 | 0.355741 | 0.876377 | 0.284155 | 0.470484 | 1.013914 | 0.489746 | 0.612278 | 0.593627 | 0.882672 | 0.926257 | 0.304561 | 0.719120 | 7.577956 |
| 299993 | 499993 | 0.660652 | 0.801268 | 0.747523 | 0.492578 | 0.647806 | 0.622834 | 0.781998 | 0.621881 | 0.472792 | 0.736314 | 0.775202 | 0.809940 | 0.708439 | 0.719315 | 9.041712 |
| 299994 | 499994 | 0.304362 | 0.555532 | 0.735149 | 0.336287 | 0.772676 | 0.282965 | 0.308538 | 0.502872 | 0.270941 | 0.185803 | 0.184561 | 0.214264 | 0.433214 | 0.741236 | 8.435371 |
| 299995 | 499995 | 0.216974 | 0.735265 | 0.648648 | 0.255387 | 0.616353 | 0.345197 | 0.295718 | 0.304357 | 0.314351 | 0.860504 | 0.315397 | 0.247682 | 0.486542 | 0.288750 | 7.385215 |
| 299996 | 499996 | 0.545799 | 0.165139 | 0.220966 | 0.190053 | 0.359362 | 0.386336 | 0.365767 | 0.344217 | 0.466446 | 0.454581 | 0.360251 | 0.360755 | 0.292535 | 0.619984 | 7.242617 |
| 299997 | 499997 | 0.284401 | 0.841542 | 0.957585 | 0.340383 | 0.396279 | 0.330376 | 0.525687 | 0.260039 | 0.378174 | 0.526925 | 0.491735 | 0.516629 | 0.173521 | 0.714552 | 9.592487 |
| 299998 | 499998 | 0.481900 | 0.622346 | 0.540032 | 0.823118 | 0.283066 | 0.434283 | 0.174342 | 0.710843 | 0.358690 | 0.648272 | 0.984647 | 1.001110 | 0.063956 | 0.377693 | 8.207951 |
| 299999 | 499999 | 0.486632 | 0.230090 | 0.543587 | 0.263878 | 0.279118 | 0.636295 | 0.472391 | 0.339654 | 0.444787 | 0.636765 | 0.782196 | 0.559692 | 0.762954 | 0.215539 | 8.890285 |